MoEClust: Parsimonious Model-Based Clustering with Covariates
Version 1.1.0

Clustering via parsimonious Mixtures of Experts using the MoEClust models introduced by Murphy and Murphy (2017) . This package fits finite Gaussian mixture models with gating and expert network covariates using parsimonious covariance parameterisations from 'mclust' via the EM algorithm. Visualisation of the results of such models using generalised pairs plots is also facilitated.

Package details

AuthorKeefe Murphy [aut, cre], Thomas Brendan Murphy [ctb]
Date of publication2018-02-06 14:41:03 UTC
MaintainerKeefe Murphy <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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MoEClust documentation built on Feb. 6, 2018, 5:02 p.m.